# CyberPulse

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Nagarajan R](https://cerebralvalley.ai/u/Nagarajan)
- **GitHub:** https://github.com/Nagaraj1399/visionforge-ai
- **Demo video:** https://youtu.be/AoGUlJ_5NRg
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2839

VisionForge AI: Autonomous Industrial Visual Inspection & Problem-Solving Agent
VisionForge AI is live, featuring end-to-end integration of Meta SAM 3.1 visual defect segmentation, Meta Muse Spark 1.3 multimodal reasoning, zero-trust Firebase Authentication & Cloud Firestore data isolation, and an Autonomous Maintenance Agent with human-in-the-loop safety verification.
Key Capabilities & Architectural Highlights
AI Perception & Reasoning Engine
Meta SAM 3.1 Perception: Zero-shot defect localization, bounding box coordinates, and pixel-accurate polygon segmentation masks overlayed directly on original component imagery.
Meta Muse Spark 1.3 Reasoning: Structured defect taxonomy (fatigue cracks, spalling, galvanic corrosion, solder bridges, structural dents), root-cause analysis, operational impact, and recommended engineering remediation.
Strict Transparency & Grounding: When live Meta credentials are not configured, the system transparently activates the industrial benchmark adapter, explicitly disclaims Demo Mode, and strictly never fabricates model confidence scores.
Autonomous Maintenance Agent (Human-in-the-Loop)
Automatically prioritizes detected anomalies and drafts structured work orders with estimated downtime.
Enforces a mandatory Human Authorization Gate: Physical machinery interventions and work orders require certified engineer digital sign-off before dispatching to technicians.
Tracks the full resolution lifecycle: Pending Approval → Approved → Dispatched → Resolved.
Database Architecture & Data Isolation
Hardened Cloud Firestore security rules with user-level path isolation:
users/{userId}/inspections/{inspectionId}
users/{userId}/maintenanceTasks/{taskId}
users/{userId}/reports/{reportId}
users/{userId}/activityLogs/{logId}
Server-side cryptographic token verification derives the authenticated UID directly from the verified Firebase ID token claims.
Industrial Benchmark Library & Defect Canvas
Pre-loaded with 6 real-world benchmark scenarios (Stage 2 roller bearings, Inconel turbine blades, cryogenic pipe welds, PLC controller PCBs, solar arrays, and high-pressure hydraulic flanges) for instant testing.
Interactive canvas with zoom, pan, defect isolation toggles (masks and boxes), and hover coordinate telemetry.
Certified Inspection Reports & Vector PDF Export
One-click ISO 9001:2015 and AS9100D compliant PDF generator via jspdf, including equipment specifications, failure physics summary, defect matrix, and digital signature blocks.
Verified Automated Security & Quality Test Suite
Built-in live test runner (/api/test/run and UI Test Suite) executing real tests covering:
Firebase token structure and expiration verification
Unauthorized access blocking
Cross-user data isolation invariants
File upload payload limits (10MB) and MIME type validation
API secret non-exposure
Rate-limiting protection
Meta SAM 3.1 & Muse Spark adapter fallback and demo mode labeling

## More from Meta Global AI Developer Hackathon

- [TechNoir](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2836)
- [Holo](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2837)
- [Soumya Das](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2838)
- [SATA query](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2840)
- [Vega](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2841)
- [watchverify](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2842)

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